Graph-based image segmentation frames an image as a weighted graph in which pixels or regions correspond to nodes, and edges encode similarity or affinity between neighbouring elements. By formulating ...

Instance segmentation unifies object detection and semantic segmentation by identifying and delineating each object instance at the pixel level. Early methods relied on separate stages of region ...